Table 4. The SVM model precision of different γ values (C = 1, ε = 0.1).
| γ | Training error | Test error |
|---|---|---|
| 0.0001 | 8,130.444 | 8,199.893 |
| 0.001 | 4,533.864 | 4,933.536 |
| 0.005 | 1,932.273 | 3,239.05 |
| 0.01 | 1,604.143 | 3,502.44 |
| 0.02 | 1,493.212 | 3,655.345 |
| 0.03 | 1,465.351 | 3,773.955 |
| 0.04 | 1,466.39 | 3,873.576 |
| 0.05 | 1,459.852 | 3,982.198 |
| 0.1 | 1,470.783 | 4,796.493 |
| 1 | 2,441.952 | 7,936.262 |